A MULTIVARIATE MORPHOMETRIC ANALYSIS OF SOLIDAGO SUBSECT. NEMORALES (ASTERACEAE: ASTEREAE)

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Semple, J.C., K. Kornobis, and S. Bzovsky. 2018. A multivariate morphometric analysis of Solidago subsect. Nemorales (Asteraceae: Astereae). Phytoneuron 2018-42: 1 40. Published 19 June 2018. ISSN 2153 733X A MULTIVARIATE MORPHOMETRIC ANALYSIS OF SOLIDAGO SUBSECT. NEMORALES (ASTERACEAE: ASTEREAE) JOHN C. SEMPLE, KATHERINE KORNOBIS, and SOFIA BZOVSKY Department of Biology University of Waterloo Waterloo, Ontario Canada N2L 3G1 jcsemple@uwaterloo.ca ABSTRACT A multivariate morphometric study of the goldenrod group Solidago subsect. Nemorales was conducted to assess the morphological differences among Solidago californica, S. hintoniorum, S. mollis, S. nana, S. nemoralis (subsp. decemflora and subsp. nemoralis combined), S. radula, and S. velutina (including S. sparsiflora). Analyses of a matrix of 335 specimens by 30 traits provided support for recognizing 7 species. The two subspecies within S. nemorales were previously investigated and were not reanalyzed. Based on the analyses and morphological studies, the S. velutina complex was split into a western S. californica and a Great Basin/Rocky Mountain cordilleran S. velutina; the results did not support dividing the latter species into a northern race (S. sparsiflora or S. velutina subsp. sparsiflora) and a more southern race (S. velutina subsp. velutina). The results indicated a close similarity between S. mollis and S. radula, although the two obviously differ in diagnostic leaf hair traits not included in the analyses and in growth pattern differences. One specimen (Baker 722, COLO) was strongly placed in S. nana and was not S. rigida as previously identified and reported in the literature. Solidago subsect. Nemorales includes 5-9 species depending upon the taxonomic treatment (Nesom 1989a, b; Semple et al. 1990; Nesom 1993; Semple & Cook, 2006; Semple 2018 frequently updated): S. californica Nutt., S. hintoniorum Nesom, S. macvaughii Nesom, S. mollis Bartl., S. nana Nutt., S. nemoralis Ait., S. radula Nutt. S. sparsiflora A. Gray, and S. velutina DC. There are multiple synonyms under S. nemoralis, S. sparsiflora, and S. velutina. All members of the subsection have short to elongated rhizomes, densely short-hairy stems, leaves that are largest proximally and much reduced distally and sometimes trinervate, arrays of heads that are weakly to strongly secund conical, and phyllaries that are strongly graduated and either oblong or lanceolate. Species differ primarily in hair traits and leaf traits. Solidago californica has densely short-wooly canescent stem hairs, densely hairy pedicels, and sparsely to moderately hairy ovate to broadly lanceolate outer phyllaries (Figs. 1-2); it has been treated as S. velutina subsp. californica (Nutt) Semple. Solidago hintoniorum (Figs. 3-4; Nesom 1989a) is the only Mexican endemic species in the subsection; it is distinguished by its often scabrous leaves with distally oriented hairs that create strong drag when a finger is run over the surface from leaf apex to base; hairs may be dense only near the leaf apex obscuring the scabrous condition. Nesom (1993) included S. hintoniorum Nesom (and S. speciosa Nutt.) in S. subsect. Thyrsiflorae A. Gray, but these were not included in subsect. Thyrsiflorae by Semple et al. (2017). Solidago hintoniorum has traits typical of subsect. Nemorales including large lower stem leaves. Solidago macvaughii is endemic to northern Aquascalientes, Mexico and is known from a few collections; it was considered to be closely related to or a synonym of S. velutina (Nesom 1989b), but Semple (2018) showed that its lower stem leaves were typical of species in the Tortifoliae group of S. subsect. Triplinerviae (Torr. & A. Gray) G.L. Nesom and it is excluded from further consideration here. Solidago mollis (Fig. 5-6) has usually broadly oblanceate, trinervate lower and mid stem leaves that are moderately strigose and often somewhat grayish in color; individuals can form numerousstemmed extensive rhizomatous clones. Solidago nana (Figs. 7-9) has short, densely hairy stems, grayish-green to whitish leaves, and arrays of heads that are very strongly secund to the point of

Semple et al.: Solidago subsect. Nemorales 2 Figure 1. Very robust and small shoots of Solidago californica, Semple & Heard 8465 (WAT).

Semple et al.: Solidago subsect. Nemorales 3 Figure 2. Details of the morphology of Solidago californica. A-B. Lower and upper stem, Semple et al. 9365 (WAT). C. Lower stem leaf, Semple et al. 9365 (WAT). D. Lower mid stem leaf, Semple et al. 9300 (WAT). E. Lower mid stem leaf mid vein and adaxial surface, Semple & Brouillet 7131 (WAT). F. Upper mid stem, Semple & Heard 8651 (WAT. G. Heads, Semple & Heard 8465 (WAT). H. Peduncle and outer phyllaries, Dunkle 3775 (RSA). Scale bars = 1 mm in A-B, E and G-H; = 1 cm in C, E-F.

Figure 3. Solidago hintoniorum, Patterswon 6331 (TEX) from Nuevo León, Mexico. Semple et al.: Solidago subsect. Nemorales 4

Semple et al.: Solidago subsect. Nemorales 5 Figure 4. Details of the morphology of Solidago hintoniorum. A-B. Lower and mid stems, Hinton 20867 (TEX). C. Lower mid stem leaf, Hinton 22053 (TEX). D. Upper stem leaf, Patterson 6331 (TEX). E-F. Upper stem leaf mid vein and adaxial surface detail. E. Hinton 23323 (TEX). F. Hinton et al 17884 (TEX). G. Heads, McDonald 2561 (TEX). H. Multi-veined phyllaries, Hinton et al. 17884 (TEX). Scale bars = 1 mm in A-B, F-H; = 1 cm in C-D.

Semple et al.: Solidago subsect. Nemorales 6 Figure 5. Solidago mollis, J. Semple & B. Semple 6620 (WAT) from Goshen Co., Wyoming.

Semple et al.: Solidago subsect. Nemorales 7 Figure 6. Details of the morphology of Solidago mollis. A. Upper stem, J. & B. Semple 11391 (WAT). B-C. Lower mid stem and mid stem leaves, Semple & Xiang 10201 (WAT). D. Mid stem leaf adaxial surface detail, J. & B. Semple 10640 (WAT). E. Upper mid stem leaf adaxial surface detail, lateral vein, J & B Semple 6655 (WAT). F. Heads, J. & B. Semple 6655 (WAT). Scale bars = 1 mm in A, D-G; = 1 cm in B-C.

Figure 7. Solidago nana, Semple et al. 9235 (WAT) from Summit Co., Utah. Semple et al.: Solidago subsect. Nemorales 8

Semple et al.: Solidago subsect. Nemorales 9 Figure 8. A robust plant of Solidago nana, Baker 722 (COLO) from Archuleta Co., Colorado.

Semple et al.: Solidago subsect. Nemorales 10 Figure 9. Details of the morphology of Solidago nana. A-B. Lower stem, Semple et al. 9267 (WAT). C. Mid stem, Semple et al. 9235 (WAT). D. Lower stem leaves, Semple et al. 9267 (WAT). E. Lower mid stem leaf, Jones 36536 (COLO). F. Mid stem leaf, Baker 722 (COLO). G. Mid stem adaxial surface, Semple & Heard 7803 (WAT). H. Heads, Semple et al. 9267 (WAT). Scale bars = 1 mm in A-B and G-H; = 1 cm in D-F.

Semple et al.: Solidago subsect. Nemorales 11 appearing somewhat flat-topped. Solidago nemoralis (Figs. 10-11) includes mostly diploid eastern subsp. nemoralis and tetraploid subsp. decemflora on prairies; rhizomes are short to very short and basal rosette leaves are often present; stems and leaves are short canescent and often grayish-green; arrays of heads are secund conical and sometimes distally reflexed. Solidago radula (Figs. 12-13) is the other eastern North American species in the subsection and is distinguished by its scabrous leaves with hairs and texture like those of S. hintoniorum; it can be similar in appearance to S. nemoralis but the leaves are obviously scabrous. Solidago velutina (Figs 14-16) includes considerable variation in stem height, leaf shape, leaf density, and inflorescence size and shape, some of which have been recognized nomenclaturally Solidago californica Nutt. var. nevadensis A. Gray, Bot. Calif., 1: 319. 1876; Solidago sparsiflora A. Gray, Proc. Amer. Acad. 12: 58. 1877; Solidago mollis Rothrock in A. Gray, Wheeler Rep. Geogr. Surv. W100th Merid., Bot. 146. 1879. non Bartl. 1836; Solidago trinervata Greene, Pittonia 3: 100. 1896; Solidago sparsiflora A. Gray var. subcinerea A. Gray, Proc. Amer. Acad. Arts & Sci. 17: 197. 1882; Solidago canadensis L. var. arizonica A. Gray, Proc. Amer. Acad. Arts & Sci. 17: 197. 1882; Solidago arizonica (A. Gray) Woot. & Standl., Contrib. U.S. Nat. Herb. 16: 181. 1913.; Solidago radulina Rydb., Bull. Torrey Bot. Club 31: 650. 1904 [1905]; Solidago howellii Woot. & Standl., Contrib. U.S. Natl. Herb. 16: 181. 1913; Solidago garrettii Rydb. Bull. Torrey Bot. Club 37: 134. 1910; Solidago velutina DC. var. nevadensis (A. Gray) C. & J. Taylor, Sida 10: 246. 1984.; Solidago velutina DC. subsp. sparsiflora (A. Gray) Semple, Sida 20: 1616. 2003. Phyllaries tend to be lanceolate with somewhat attenuate acute tips and little surface indument (Fig. 17I), although rarely not attenuate and very rarely ovate in the southern end of the range in central Mexico, where the outer phyllaries are sometimes sparsely strigose. Phyllaries can be minutely stipitate glandular distally. Leaves of S. velutina are often triple-nerved (Fig. 17E) but variable in leaf density and shape (Figs. 17E-G). Some specimens lacking lower stem leaves could be mistaken for species in subsect. Triplinervae (Fig. 16). Morton et al. (2018) discussed such specimens in their presentation of chromosome numbers in the genus Solidago, noting that the holotype of S. canadensis var. arizonica A. Gray was one of these subsect. Triplinerviae-like specimens of S. velutina. Solidago scabrida DC. appears to be a hybrid S. velutina x S. paniculata (Nesom 1989b), although the range of S. velutina shown below does not appear to overlap with that of S. paniculata (Semple 2018 frequently updated). Further research is needed on this taxon/hybrid. The distributions of the seven species are allopatric to partially or completely sympatric with one or more other species in the subsection. Solidago californica is allopatric and native to disturbed soils and open habitats in much of California (except the eastern desert areas) and adjacent southern Oregon (Fig. 18). Solidago hintoniorum is native to disturbed soils in pine oak woods in southcentral Nuevo León and adjacent Coahuila and Tamaulipas, Mexico (Fig. 19). Solidago mollis is native to the Great Plains from southern Alberta east to southern Manitoba south to Panhandle Texas and western Oklahoma and disjunct in central New Mexico (Fig. 20). Solidago nana is native to the eastern Great Basin mountains and western Rocky Mountains of Idaho south to New Mexico (Fig. 21); habitats include open pine woods, sagebrush and rabbit brush scrub, dry grasslands, roadsides and sandstone ledges. Solidago nemoralis is the most widely distributed species in the subsection and occurs in grasslands on the Great Plains from Alberta and Manitoba south to Texas and in disturbed habitats in much of eastern North America from eastern Manitoba to the Prince Edward Island south to Louisiana and northern Florida (Fig. 22). Solidago radula occurs in disturbed soils and open woods in the western portion of the eastern deciduous forest from Illinois southwest to Texas and on the prairies and in the Hill Country of Texas with scattered populations occurring eastward in the southeastern USA. (Fig. 23). Solidago velutina occurs in grasslands and open pine and oak forests and is frequently collected in disturbed roadsides of the Rocky Mountain cordillera and Great Basin from southern Montana and eastern California south to Zacatecas and San Luis Potosí, Mexico (Fig. 24).

Semple et al.: Solidago subsect. Nemorales 12 Figure 10. Solidago nemoralis subsp. nemoralis, Semple & Keir 4887 (WAT) from Kings Co., Nova Scotia.

Semple et al.: Solidago subsect. Nemorales 13 Figure 11. Details of the morphology of Solidago nemoralis. A. Lower stem, Morton NA2285 (TRT). B. Mid stem, Semple & Brammall 2305 (WAT). C-D. Basal rosettes, Semple & Brammall 2305 (WAT) and Semple & Brouillet 4216 (WAT). E. Mid stem leaf, Semple & Brouillet 7131 (WAT). F-G. Heads, Semple & Chmielewski 4990 (WAT) and Semple & Brouillet 4489 (WAT); subsp. nemoralis, B, C and G; subsp. decemflora, A, D, E and G. Scale bars = 1 mm in A-B and F-G; = 1 cm in C-E.

Semple et al.: Solidago subsect. Nemorales 14 Figure 12. Solidago radula, Thomas et al. 105653 (WAT) from Natchitoches Par., Louisiana.

Semple et al.: Solidago subsect. Nemorales 15 Figure 13. Details of the morphology of Solidago radula. A. Lower mid stem, Thomas et al. 91476 (WAT). B. Upper mid stem, Thomas et al. 105653 (WAT). C. Lower mid stem leaves, Morton & Venn NA16258 (TRT), greenhouse grown transplant. D. Mid stem leaf, Redfearn & Shimizu 33184 (WAT). E. Mid stem leaf, Morton & Venn NA16362 (TRT). F. Upper stem leaf mid vein and adaxial surface, Redfearn & Shimizu 33184 (WAT). G. Heads, Taylor et al. 5555 (WAT). Scale bars = 1 mm in A-B, F- G; = 1 cm in C-E.

Figure 14. Solidago velutina, Jones 4453 (WAT) from Garfield Co., Colorado. Semple et al.: Solidago subsect. Nemorales 16

Semple et al.: Solidago subsect. Nemorales Figure 15. Solidago velutina, Correll & Johnston 20140 (LL) from W of Durango, Mexico. 17

Semple et al.: Solidago subsect. Nemorales 18 Figure 16. Solidago velutina, Semple & Heard 7926 (WAT) from Gila Co., Arizona; a tall shoot with narrow leaves and inflorescence.

Semple et al.: Solidago subsect. Nemorales 19 Figure 17. Details of the morphology of Solidago velutina. A. Lower stem, Henrickson 22412 (TEX). B. Lower mid stem; Davies & Turner A55 (TEX). C. Lower stem, Hinton et al. 27924 (TEX). D. Lower stem leaf, Hinton et al. 28069 (TEX). E. Lower stem leaf, Jones 4453 (WAT). F. Mid stem leaf, Bogler & Atkins 191 (TEX). G. Mid stem leaf, Riskind 2215 (TEX). H-I. Heads, Tenorio 1646 (TEX) and Hinton 27918 (TEX). Scale bars = 1 mm in A-C and H-I; = 1 cm in D-G.

Semple et al.: Solidago subsect. Nemorales 20 Numerous chromosome number reports have been published for taxa in Solidago subsect. Nemorales including diploids 2n=9II or 2n=18, tetraploids 2n=18II or 2n=36, and hexaploids 2n=54. Solidago californica includes diploids and a few tetraploids (Raven et al. 1960; Beaudry 1969; Semple et al. 1984; Semple 1985; Semple et al. 1989; Semple et al. 1992; Semple et al. 2000; Morton et al. 2018). No chromosome number has been reported for S. hintoniorum. Solidago mollis is known to include tetraploids and hexaploids (Anderson et al. 1974; Löve & Löve 1982; Semple et al. 1984; Semple 1985; Semple & Chmielewski 1987; Semple et al. 1993; Morton et al. 2018). Solidago nana has been reported to be diploid a few times (Keil & Pinkava 1979; Semple & Chmielewski 1987 corrected identification in Semple et al. 1992; Semple et al. 1989; Semple et al. 2000). Solidago nemoralis includes mostly diploids and scattered tetraploids in subsp. nemoralis and only tetraploids in subsp. decemflora (Beaudry & Chabot 1959; Beaudry 1963; Kapoor 1977; Morton 1981; Semple et al. 1981; Löve & Löve 1982; Semple et al. 1984; Brammal & Semple 1990; Semple et al. 1993; Semple & Cook 2004; Semple et al. 2015; Morton et al. 2018; unpublished data); the cytogeography was presented by Brammall and Semple (1990). Solidago radula includes diploids and some tetraploids (Beaudry 1969; Semple et al. 1984 as S. mollis var. angustifolia; Semple & Chmielewski 1987; Semple et al. 1993; Semple et al. 2015; Morton et al. 2018); tetraploids occur in Arkansas and Texas, with the latter being similar to the type of Solidago mollis var. angustifolia from Texas treated here as a synonym of S. radula. Solidago velutina (often reported under the synonyms S. sparsiflora and S. velutina var. nevadensis (A. Gray) C. & J. Taylor) includes diploids, tetraploids, and a few hexaploids in the USA, while only diploids have been reported from Mexico (Raven et al. 1960; Turner et al. 1962; Anderson et al. 1974; Keil & Stuessy 1977; Keil & Pinkava 1979; Semple et al. 1984; Semple 1985; Ward & Spellenberg 1986; Semple & Chmielewski 1987; Keil et al. 1988; Semple et al. 1989; Semple et al. 1992; Zhao Zai-Ming 1996; Semple et al. 2001; Morton et al. 2018); based on involucre height variation it seems likely that some plants in Mexico are polyploid but this has not been documented. The purpose of this study was to the determine statistical support for recognizing the species and subspecies/varieties proposed within Solidago subsect. Nemorales, the levels of distinctiveness among the taxa, and what technical traits could be used to separate taxa besides those used to define the taxa as groups a priori. No previous study has included all species. Semple et al. (1990) compared S. californica, S. sparsiflora, and S. nemoralis (subsp. decemflora and subsp. nemoralis). Figure 18. Range of distribution of Solidago californica in California and Orgeon and the distribution of 21 specimens of included in the multivariate analyses of Solidago subsect. Nemorales; range based on all collections seen.

Semple et al.: Solidago subsect. Nemorales 21 Figure 19. Range of distribution of Solidago hintoniorum in Nuevo León and Tamaulipas, Mexico, and the distribution of 5 specimens included in the multivariate analyses of Solidago subsect. Nemorales and other collections seen. Figure 20. Range of distribution of Solidago mollis on the Great Plains in the USA and the distribution of 13 specimens included in the multivariate analyses of Solidago subsect. Nemorales; range based on all collections seen and literature.

Semple et al.: Solidago subsect. Nemorales 22 Figure 21. Range of distribution of Solidago nana in the Great Basin and central Rocky Mts. in the USA and the distribution of 12 specimens included in the multivariate analyses of Solidago subsect. Nemorales; range based on all collections seen and literature. Figure 22. Range of distribution of Solidago nemoralis on the Great Plains and in eastern Canada and the USA and the distribution of 177 specimens included in the multivariate analyses of Solidago subsect. Nemorales; range based on all collections seen and literature; some symbols in densely sampled areas not shown for clarity.

Semple et al.: Solidago subsect. Nemorales 23 Figure 23. Range of distribution of Solidago radula on the Great Plains and in western portion of the eastern deciduous forest area of the USA scattered in disjunction locations further east; the distribution of 13 specimens included in the multivariate analyses of Solidago subsect. Nemorales are indicated by stars; range based on all collections seen and literature. Figure 24. Range of distribution of Solidago velutina in the Great Basin and central Rocky Mts. in the USA south into central Mexico and the distribution of 96 specimens included in the multivariate analyses of S. subsect. Nemorales (putative subsp. sparsiflora, stars; putative subsp. velutina, diamonds; some symbols not shown due to density of sampling on southern Nuevo León); range based on all collections seen and literature.

Semple et al.: Solidago subsect. Nemorales 24 MATERIAL AND METHODS Herbarium specimens were borrowed and examined from the following herbaria: COLO, the J.K. Morton personal herbarium now in TRT, LL, MT, TEX, UNM, and WAT in MT (Thiers continuously updated). More than 1550 specimens were examined, from which 335 were chosen and measured for the statistical analyses based on completeness of the specimen, maturity, and geographical distribution: 21 specimens of Solidago californica, 5 of S. hintoniorum, 12 of S. mollis, 12 of S. nana, 177 of S. nemoralis, 13 of S. radula, and 96 of S. velutina). In total, 18 vegetative and 12 floral traits were scored for the final analyses (Table 1). Additional stem, leaf, inflorescence, and phyllary indument traits were used in assigning specimens to a priori groups. All analyses were performed using SYSTAT v.10 (SPSS 2000). Details on the methodology were presented in Semple et al. (2016) and are not repeated here. Five analyses were performed. In the first analysis, Solidago californica, S. hintoniorum, S. mollis, S. nana, S. nemoralis, S. radula, and S. velutina were included in a STEPWISE discriminant analysis and then a COMPLETE discriminant analysis with four traits because only five specimens of S. hintoniorum could be included. In the second analysis, S. mollis, S. nana, and S. radula were included in a STEPWISE discriminant. In the third analysis, S. mollis and S. radula, were included in a STEPWISE discriminant. In the fourth, the S. californica/s. sparsiflora/s.velutina complex was investigated via a STEPWISE analysis. In the fifth, S. californica and S. velutina sensu lato (including S. sparsiflora) were included in a STEPWISE discriminant analysis. Numerous additional preliminary analyses were run over multiple years as the sample sizes of the taxa were increased but are not reported here. Table 1. Traits scored for the multivariate analyses of 150 specimens of Solidago subsect. Nemorales. Abbreviation Description of trait scored STEMHT Stem height measured from the stem base to tip (cm) BLFLN Basal rosette leaf length including petiole (mm) BLFPETLN Basal rosette leaf petiole length (not scored if winged margins broad) BLFWD Basal rosette leaf width measured at the widest point (mm) BLFWTOE Basal rosette leaf measured from the widest point to the end (mm) BLFSER Basal rosette leaf-number of serrations on 1 side of margin LLFLN Lower leaf length measured from the leaf base to tip (mm) LLFWD Lower leaf width measured at the widest point (mm) LLFWTOE Lower leaf measured from the widest point to the end (mm) LLFSER Lower leaf dentation-number of serrations of lower leaf MLFLN Mid leaf length measured from the leaf base to tip (mm) MLFWD Mid leaf width measured at the widest point (mm) MLFWTOE Mid leaf measured from the widest point to the end (mm) MLFSER Mid leaf dentation-number of serrations of mid leaf ULFLN Upper leaf length measured form the leaf base to tip (mm) ULFWD Upper leaf width measured at the widest point (mm) ULFWTOE Upper leaf measured from the widest point to the end (mm) ULFSER Upper leaf dentation-number of serrations of upper leaf CAPL Length of inflorescence (cm) INVOLHT Involucre height at anthesis (mm) RAYNUM Number of ray florets per head

Semple et al.: Solidago subsect. Nemorales 25 RSTRAPLN RSTRAPWD RACHLN RPAPLN DCORLN DLOBLN DACHLN DPAPLN DACHPUB Ray strap length top of the corolla tube to the tip of the strap (mm) Ray strap width measured at the widest point (mm) Ray floret ovary/fruit body length at anthesis (mm) Ray floret pappus length at anthesis (mm) Disc floret corolla length from the base to tip of the corolla lobes (mm) Disc floret corolla lobe length lobe (mm) Disc floret ovary/fruit body length at anthesis (mm) Disc floret pappus length at anthesis (mm) Number of hairs on disc floret ovary/fruit body Placement of specimens of Solidago velutina into subsp. velutina was made based on geographic location. The lectotype (Nesom 1989b) of S. velutina is Berlandier 930 (G-DC!), whose exact provenance is uncertain. Berlandier was in the range of S. velutina in late 1827 and January 1828 starting from Mexico City and passing through San Luis Potosí and Nuevo León to Saltillo and Monterey, and later again in April of 1830 in the Monterey area (Lawson 2012). Assuming Berlandier 930 came from San Luis Potosí, then the southern portion of the range including Zacatecas would include plants of subsp. velutina and plants from further north could be assigned to subsp. sparsiflora as shown in Fig. 24. Nesom (1989b) did not divide the species in infraspecific taxa. RESULTS Seven species level a priori groups analysis The Pearson correlation matrix yielded r > 0.7 for most pairs of leaf traits reducing the number to be used to the number of mid stem leaf margin serrations. Basal rosette leaves were often not present and were not included in the analyses. Lower stem leaves were present on many specimens but were not included in the analyses because their traits correlated highly among themselves and with mid and upper stem leaf traits. Among the floral traits scored, only ray floret pappus length and disc floret pappus length correlated highly; the latter was included in the analyses. In the COMPLETE discriminant analysis of 335 specimens of seven species level a priori groups (Solidago californica, S. hintoniorum, S. mollis, S. nana, S. nemoralis, S. radula and S. velutina), the following four of seven traits selected in a STEPWISE analysis were used in the COMPLETE analysis and are listed in order of decreasing F-to-remove values: disc corolla lobe length (98.31), ray floret lamina length (84.13), number of disc florets (77.89), and number of ray florets (32.07). Wilks s lambda, Pillai's trace, and Lawley-Hotelling trace tests of the null hypothesis that all groups were the samples of one group had probabilities of p = 0.000 that the null hypothesis was true. The F-matrix for the discriminant analysis is presented in Table 2. F-values based on Mahalanobis distances of the between group centroids indicated the largest separation was between S. nemoralis and S. velutina (281.084); the smallest separations were between S. mollis and S. radula (1.548) and between S. hintoniorum and S. radula (9.861). In the Classificatory Discriminant Analysis of 335 specimens of the seven species level a priori groups (Solidago californica, S. hintoniorum, S. mollis, S. nana, S. nemoralis, S. radula and S. velutina), percents of correct a posterori assignment to the same a priori group ranged from 58-94%. The Classification matrix and Jackknife classification matrix are presented in Table 3. Results are presented in order of decreasing percents of correct placement. One-hundred and sixty-five of 176 specimens of the S. nemoralis a priori group (94%) were assigned a posteriori into the S. nemoralis group; 147 specimens with 90-100% probability, 7 specimens with 80-89% probability, 3 specimens

Semple et al.: Solidago subsect. Nemorales 26 Table 2. Between groups F-matrix for the seven priori groups in a COMPLETE analysis (df = 4 325). Group californica hintoniorum mollis nana nemoralis radula hintoniorum 22.143 mollis 28.057 15.848 nana 44.090 20.792 20.175 nemoralis 64.127 46.325 34.100 104.887 radula 29.236 9.861 1.548 15.556 46.453 velutina 34.437 11.294 39.829 90.162 281.084 34.065 Wilks' lambda = 0.0540 df = 4 6 328; Approx. F= 61.8377 df = 24 1134 prob = 0.0000 with 72-77% probability, 3 specimens with 62-65% probability, and 3 specimens with 59% (28% to S. mollis, 6% to S. radula and 6% S. californica; Semple & Brouillet 3472 WAT, subsp. nemoralis, from Carroll Co., New Hampshire; diploid), 54% probability (32% S. velutina and 13% S. californica; Semple & Heard 8079 WAT, subsp. decemflora from San Miguel Co., New Mexico; tetraploid), and 52% probability (33% S. velutina and 15% S. californica; Semple & Chmielewski 5094 WAT, subsp. decemflora from Pope Co., Minnesota; tetraploid). Eleven specimens of the S. nemoralis a priori group were assigned to other species: 6 specimens of subsp. decemflora to S. californica with 93% probability (Semple & Brouillet 4273 WAT from Banff N.P., Alberta), 89% probability (Semple & Brouillet 4212 WAT from E of Bredenbury, Saskatchewan; tetraploid), 59% probability (Semple & Brouillet 6960 WAT from Barnes Co., North Dakota; tetraploid), 49% probability (Semple & Heard 8079 WAT from San Miguel Co., New Mexico; tetraploid), 48% probability (Semple & B. Semple 6676 WAT from Stutsman Co., North Dakota; tetraploid), and 40% probability (Semple & Chmielewski 5258 WAT from Miami Co., Kansas; tetraploid); 3 specimens to S. velutina with 99% probability (Semple & Brouillet 4216 WAT from W of Springside, Saskatchewan; tetraploid), 90% probability (Semple & Chmielewski 5168 WAT from Winneskiek Co., Iowa; tetraploid), and 50% probability (29% S. mollis, 10% to S. radula; Brunton 18486 WAT from Burnt Lands Prov. Pk., Ontario); and 2 specimens of subsp. nemoralis to S. mollis with 46% probability (42% to S. nemoralis; Semple & Heard 8265 WAT from Pushmataha Co. Oklahoma) and 43% probability (27% to S. nemoralis and 26% to S. radula; Semple & Heard 8275 WAT from Polk Co., Arkansas). Eleven of 12 specimens of the S. nana a priori group (92%) were assigned a posteriori into the S. nana group; 10 specimens with 96-100% probability, and 1 specimen with 88% probability. One specimen of the S. nana a priori group was assigned to S. radula with 51% probability (36% to S. mollis and 14% to S. nana; Cronquist 8807 COLO from Clarke Co., Idaho). Ten of 13 specimens of the S. mollis a priori group (77%) were assigned a posteriori into the S. mollis group; 4 specimens with 71-79% probability, 1 specimen with 61% probability, and 5 specimens with 57% probability (42% to S. radula; 266 Semple & B. Semple 11391 WAT from Judith Basin Co., Montana), 56% probability (42% to S. radula; Semple & B. Semple 10644 WAT from E of Walsh AB in Saskatchewan), 54% probability (34% to S. nemoralis and 12% to S. radula; Semple & B. Semple 6624 WAT from Niobrara Co., Nebraska), 53% probability (43% to S. radula; Hubbard s.n. UNM from Union Co., New Mexico), and 51% probability (32% to S. radula and 12% to S. velutina; Semple & Brouillet 6984 WAT from Rosebud Co., Montana; hexaploid). Three specimens of the S. mollis a priori group were assigned to S. radula with 59% probability (38% to S. mollis; Calvert s.n. WAT from Lumsden, Saskatchewan), 56% probability (43% to S. mollis; Semple & Xiang 10188 WAT from Crook Co., Wyoming; tetraploid), and 50% probability (29% to S. mollis and 20% to S. nana; Semple & B. Semple 6655 WAT from Potter Co., South Dakota). Sixteen of the 21 specimens of the S. californica a priori group (76%) were assigned a posteriori to the S. californica group; 10 specimens with 90-100% probability, 3 specimens with 81-89% probability, 1 specimen with 78% probability, and 2 specimens with 57% probability (42% to S. nemoralis; Semple & Heard 8607

Semple et al.: Solidago subsect. Nemorales 27 WAT from Monterey Co., California) and 53% probability (22% to S. velutina and 21% to S. nemoralis; Semple & Heard 8730 WAT from Tuolumne Co., California). Five specimens of the S. californica a priori group were assigned to other species: 4 specimens to S. velutina with 75% probability (25% to S. californica; Ringius 1473 WAT from Santa Cruz Co., California), 61% probability (35% to S. californica; Ringius 1495 WAT from Sonoma Co., California), 61% probability (14% to S. radula, 12% to S. hintoniorum, and 7% to S. californica; Semple & Heard 8465 WAT from Siskiyou Co., California; diploid), and 52% probability (28% to S. mollis, 8% to S. radula; Semple & Heard 8486 WAT from Siskiyou Co., California); and 1 specimen to S. nemoralis with 65% probability (17% to S. velutina and 14% to S. californica; Semple & Brouillet 7131 WAT from Jackson Co., Oregon). Sixty-nine of 96 specimens of the S. velutina a priori group (72%) were assigned a posteriori into the S. velutina group; 40 specimens with 91-100% probability, 13 specimens with 80-89% probability, 6 specimens with 72-78% probability, 3 specimens with 61-68% probability, and 3 specimens with 59% probability (25% to S. nemoralis and 16% to S. californica; Semple & B Semple 5547 WAT from Coconino Co., Arizona; diploid), 56% probability (25% to S. californica and 10% to S. hintoniorum; Chiang et al. 7883 LL from Zacatecas, Mexico) and 55% probability (45% to S. californica; Semple & B Semple 5748 WAT from Wheeler Peak, Nevada). Twenty-seven specimens of the S. velutina a priori group were assigned to other species: 9 specimens to S. californica with 50-100% probability; 8 specimens to S. hintoniorum with 36-79% probability, 3 specimens to S nemoralis with 79-88% probability, and 3 specimens to S. radula with 46-56% probability; additional details on these specimens are not presented. Three of 5 specimens of the S. hintoniorum a priori group (60%) were assigned a posteriori to the S. hintoniorum group: 2 specimens with 100% probability and 1 specimen with 92% probability. Two specimens of the S. hintoniorum a priori group were assigned a posteriori to S. velutina with 99% probability (Hinton et al. 23323 TEX from Nuevo León, Mexico) and 66% probability (26% to S. hintoniorum; Hinton et al. 21492 TEX from Nuevo León, Mexico; this was an upper shoot on the same sheet with one of the specimens with 100% to S. hintoniorum). Seven of 12 specimens of the S. radula a priori group (58%) were assigned a posteriori into the S. radula group; 1 specimen with 79% probability, 4 specimens with 64-68% probability, and 1 specimen 51% probability (48% to S. mollis; Morton & Venn NA16362 TRT from Kerr Co., Texas; tetraploid). Five specimens of the S. radula a priori group were assigned a posteriori to other species; 1 specimen to S. californica with 68% and 4 specimens to S. mollis with 62% probability (38% to S. radula; Cook et al. C-628 WAT from Towns Co., Georgia), 62% probability (Morton & Venn NA16364 TRT from Kerr Co., Texas; tetraploid), 58% probability (42% to S. radula; Semple et al. 9388 WAT from Washington Co., Missouri; diploid), and 55% probability (45% to S. radula; Morton & Venn NA16258 TRT from Stone Co., Arkansas; tetraploid). Table 3. Linear and jackknife classification matrices from the Classificatory Discriminant Analysis of four a priori groups; a posteriori placements to groups in rows. Group californica hintoniorum mollis nana nemoralis radula velutina % correct californica 16 0 0 0 1 0 4 76 hintoniorum 0 3 0 0 0 0 2 60 mollis 0 0 10 0 0 3 0 77 nana 0 0 0 11 0 1 0 92 nemoralis 6 0 2 0 165 0 3 94 radula 1 0 4 0 0 7 0 58 velutina 9 8 2 0 4 4 69 72 Totals 32 11 18 11 170 15 78 84

Semple et al.: Solidago subsect. Nemorales 28 Jackknifed classification matrix Group californica hintoniorum mollis nana nemoralis radula velutina % correct californica 15 0 0 1 1 0 4 71 hintoniorum 0 2 0 1 0 0 2 40 mollis 0 0 9 0 0 4 0 69 nana 0 0 0 11 0 1 0 92 nemoralis 6 0 2 0 165 0 3 94 radula 1 0 4 0 0 7 0 58 velutina 10 8 2 0 4 4 68 71 Totals 32 10 17 13 170 16 77 83 Two dimensional plots of CAN1 versus CAN3 and CAN1 versus CAN2 canonical scores for 334 specimens of Solidago californica, S. hintoniorum, S. mollis, S. nana, S. nemoralis, S. radula and S. velutina are presented in Fig. 25. Eigenvalues on the first three axes were 3.829, 1.485, and 0.500. Figure 25. Plot of canonical scores (CAN1 vs CAN3 and CAN1 vs CAN2) for 335 specimens of Solidago subsect. Nemorales: S. californica (red star bursts), S. hintoniorum (green diamonds), S. mollis (open blue stars), S. nana (red circles), S. radula (yellow stars), and S. velutina (right oriented violet triangles); COMPLETE discriminant analysis using four traits.

Semple et al.: Solidago subsect. Nemorales 29 Three species level a priori groups analysis The Pearson correlation matrix for traits of specimens of Solidago mollis, S. nana, and S. radula included r > 0.7 for most pairs of basal and lower leaf traits and mid and upper leaf reducing the number used to mid stem leaf width and serrations. Basal rosette leaves were rarely present and were not included in the discriminant analyses. Many floral traits were correlated, and only the numbers of ray and disc florets and the lengths of disc corolla, corolla lobes, fruit/ovary body, and pappus were included in the STEPWISE analysis. In the STEPWISE discriminant analysis of 37 specimens of three species level a priori groups in (Solidago mollis, S. nana, and S. radula), the following four traits were selected and are listed in order of decreasing F-to-remove values: number of disc florets (35.70), disc corolla lobe length (5.95), number of ray florets (4.19), and mid leaf width (4.01). Wilks s lambda, Pillai's trace, and Lawley-Hotelling trace tests of the null hypothesis that all groups were the samples of one group had probabilities of p = 0.000 that the null hypothesis was true. The F-matrix for the discriminant analysis is presented in Table 4. F-values based on Mahalanobis distances of the between group centroids indicated the largest separation was between S. mollis and S. nana (14.334); the smallest separation was between S. mollis and S. radula (1.574). Table 4. Between groups F-matrix for the four species level a priori groups analysis (df = 7 26). Group mollis nana nana 14.334 radula 1.574 11.642 Wilks' lambda = 0.1391 df = 8 2 34; Approx. F= 5.67263 df = 16 54 prob = 0.0000 In the Classificatory Discriminant Analysis of 37 specimens of the four species level a priori groups (S. mollis, S. nana and S. radula), percents of correct a posterori assignment to the same a priori group ranged from 58-100%. The Classification matrix and Jackknife classification matrix are presented in Table 5. Results are presented in order of decreasing percents of correct placement. All 12 specimens of the S. nana a priori group (100%) were assigned a posteriori into the S. nana group; 11 specimens with 97-100% probability and 1 specimen with 55% probability (35% to S. radula and 10% to S. mollis. Eleven of 13 specimens of the S. mollis a priori group (85%) were assigned a posteriori into the S. mollis group; 1 specimen with 94% probability, 1 specimen with 82% probability, 4 specimens with 71-78% probability, 2 species with 67% and 62% probabilities, and 3 specimens with 55% probability (45% to S. radula), 52% probability (46% to S. radula), and 52% probability (47% to S. radula). Two specimens of the S. mollis a priori groups were assigned to S. radula with 69% probability (31% to S. mollis; Sauleda & Sauleda 6323 WAT from Elbert Co., Colorado; 39.5 cm tall shoots with congested smallish stem leaves and small involucres) and 61% probability (39% to S. mollis; Calvert s.n. WAT from Lumsden, Saskatchewan; 58.5 cm tall shoot with no lower stem leaves and 4.1 mm tall involucres). Seven of 12 specimens of the S. radula a priori group (58%) were assigned a posteriori into the S. radula group; 1 specimen with 96% probability, 1 specimen with 87% probability, 3 specimens with 79% probability, and 2 specimens with 69% probability (16% to S. mollis and 14% to S. nana; Thomas et al. 102874 WAT from Winn Par., Louisiana; a S. nemoralis-like general appearance) and 62% probability (38% to S. mollis; Redfearn & Shimizu 33184 WAT from Taney Co., Missouri). Five specimens of the S. radula a priori group were assigned to S. mollis with 68% probability (32% to S. radula; Morton & Venn NA16364 TRT from Kerr Co., Texas; tetraploid), 68% probability (32% to S. radula; Morton & Venn NA16258 TRT from Stone Co., Arkansas; tetraploid), 67% probability (33% to S. radula; Morton &

Semple et al.: Solidago subsect. Nemorales 30 Venn NA16362 TRT from Kerr Co., Texas; tetraploid), 64% probability (36% to S. radula; Cook et al. C-628 WAT from Towns Co., Georgia), and 54% probability (46% to S. radula; Semple et al. 9388 WAT from Washington Co., Missouri; diploid). Table 5. Linear and jackknife classification matrices from the Classificatory Discriminant Analysis of four a priori groups; a posteriori placements to groups in rows. Jackknifed classification matrix Group mollis nana radula % correct mollis 11 0 2 85 nana 0 12 0 100 radula 5 0 7 58 Totals 16 12 9 81 Group mollis nana radula % correct mollis 7 0 6 54 nana 0 11 14 92 radula 5 0 7 58 Totals 12 11 14 68 Two dimensional plot of CAN1 versus CAN2 canonical scores for 37 specimens of Solidago mollis, S. nana, and S. radula is presented in Fig. 26. Eigenvalues on the first two axes were 3.999 and 0.213. Figure 26. Plot of canonical scores (CAN1 vs CAN2) analysis for 37 specimens of Solidago subsect. Nemorales: S. mollis (open blue stars), S. nana (red circles), and S. radula (yellow stars).

Semple et al.: Solidago subsect. Nemorales 31 Two species level a priori groups analysis: Solidago mollis and S. radula The Pearson correlation matrix yielded r > 0.7 for most pairs of leaf traits reducing the number to be used to mid stem leaf width and number of serrations and upper stem leaf length. Most floral traits were not highly correlated. Involucre height correlated with ray floret pappus length and disc floret corolla length. Ray floret fruit body and pappus lengths correlated with disc floret fruit body length and disc floret corolla length, respectively; the latter two traits were included in the analyses. In the STEPWISE discriminant analysis of 23 specimens of two species level a priori groups (S. mollis and S. radula), the following three traits selected in a STEPWISE analysis are listed in order of decreasing F-to-remove values: involucre height (5.91), number of ray florets (4.73), and disc floret lobe length at anthesis (4.09). Wilks s lambda, Pillai's trace, and Lawley-Hotelling trace tests of the null hypothesis that all groups were the samples of one group had probabilities of p = 0.0143 that the null hypothesis was true. Solidago mollis and S. radula had an F-to separate value of 4.505 (Wilks' lambda = 0.5967 df = 3 1 22; Approx. F= 4.5054 df = 3 20 prob = 0.0143). In the Classificatory Discriminant Analysis of 23 specimens of the two species level a priori groups (S. mollis and S. radula), percents of correct a posterori assignment to the same a priori group were 77% and 73%. The Classification matrix and Jackknife classification matrix are presented in Table 6. Ten of the 13 specimens of the S. mollis a priori group (77%) were assigned a posteriori into the S. mollis group; 3 specimens with 91-98% probability, 3 specimens with 82-88% probability, 2 specimens with 79% and 77% probabilities, and 2 specimens with 67% and 64% probabilities. Three specimens of the S. mollis a priori groups were assigned to S. radula with 79% (Calvert s.n. WAT from Lumsden, Saskatchewan), 58% probability (Sauleda & Sauleda 6323 WAT from Elbert Co., Colorado), and 53% probability (Semple & Brouillet 6984 WAT from Rosebud Co., Montana; hexaploid). Eight of 11 specimens of the S. radula a priori group (75%) were assigned a posteriori into the S. radula group; 4 specimens with 91-99% probability, 2 specimens with 72% and 71% probabilities, 1 specimen with 68% probability, and 1 specimen with 51% probability (Thomas et al. 102874 WAT from Winn Par., Louisiana). Three specimens of the S. radula a priori group were assigned to S. mollis with 67% probability (Taylor et al. 5555 WAT from Ouachita Par., Louisiana), 66% probability (Morton & Venn NA16364 TRT from Kerr Co., Texas; tetraploid), and 64% probability (Morton & Venn NA16362 TRT from Kerr Co., Texas; tetraploid). Frequencies of CAN1 canonical scores for 23 specimens of S. mollis and S. radula are presented in histograms in Fig. 27. The Eigenvalue on the first axis was 0.676. Table 6. Linear and jackknife classification matrices from the Classificatory Discriminant Analysis of three varietal level a priori groups; a posteriori placements to groups in rows; Nesom (2008) variety concept. Group mollis radula % correct mollis 10 3 77 radula 3 8 73 Totals 13 10 75 Jackknifed classification matrix Group mollis radula % correct mollis 10 3 77 radula 4 7 64 Totals 14 10 71

Semple et al.: Solidago subsect. Nemorales 32 Figure. 27. Histograms of CAN1 canonical scores for 23 specimens of S. mollis (left) and S. radula (right). Three species/subspecies level a priori groups analysis of S. velutina s.l. The Pearson correlation matrix yielded r > 0.7 for most pairs of leaf traits reducing the number to be used to mid stem leaf length, width and number of serrations and upper stem leaf length. Multiple floret traits were correlated and involucre height, ray floret number, ray floret lamina length and width, disc floret number, and disc floret corolla, lobe and fruit body lengths were included in the analyses. In the STEPWISE discriminant analysis of 99 specimens of three subspecies level a priori groups of Solidago velutina s.l. (subsp. californica, subsp. sparsiflora, and subsp. velutina) plus 14 specimens only included a posteriori, the following three traits selected in a STEPWISE analysis are listed in order of decreasing F-to-remove values: disc floret number (9.90), disc corolla length (9.40), and ray floret lamina length (4.57). Wilks s lambda, Pillai's trace, and Lawley-Hotelling trace tests of the null hypothesis that all groups were the samples of one group had probabilities of p = 0.000 that the null hypothesis was true. The F-matrix for the discriminant analysis is presented in Table 7. F- values based on Mahalanobis distances of the between group centroids indicated the largest separations were between subsp. californica and subsp. sparsiflora (22.426) and subsp. californica subsp. velutina (20.332); the smallest separation was between putative subsp. sparsiflora and putative subsp. velutina (1.146). Table 7. Between groups F-matrix for the three varietal level a priori groups analysis (df = 3 91); alternative varietal limits. Group californica sparsiflora sparsiflora 22.426 velutina 20.332 1.146 Wilks' lambda = 0.5387 df = 3 2 93; Approx. F= 10.9958 df = 6 182 prob = 0.0000 In the Classificatory Discriminant Analysis of 99 specimens of the three species/subspecies level a priori groups in S. velutina s.l. (subsp. californica, subsp. sparsiflora, and subsp. velutina) plus 14 specimens only included a posteriori, percents of correct a posterori assignment to the same a priori group ranged from 32-92%. The Classification matrix and Jackknife classification matrix are presented in Table 8. Results are presented in order of decreasing percents of correct placement. Ten

Semple et al.: Solidago subsect. Nemorales 33 of the 11 specimens of the S. californica/subsp. californica a priori group (92%) plus 6 specimens included a posteriori were assigned a posteriori into the subsp. californica group; 12 specimens with 91-100% probability, 2 specimens with 83% and 85% probabilities, 2 specimens with 72-73% probability, and 1 specimens with 69% probability, and 1 specimen with 52% probability (28% to subsp. sparsiflora and 20% to subsp. velutina; Semple et al. 9365 WAT from Kern Co., California). One specimen of the S. californica/subsp. californica a priori group plus one specimen included a posteriori were assigned to subsp. sparsiflora with 53% probability (29% to subsp. californica and 18% to subsp. velutina; Ringius 1495 WAT from Sonoma Co., California) and 52% probability (27% to subsp. californica and 21% to subsp. velutina; Semple & Brouillet 7131 WAT from Jackson Co., Oregon). Nine of the 16 specimens of the subsp. velutina a priori group (56%) plus 3 specimens only included a posteriori were assigned a posteriori into the subsp. velutina group; 1 specimen with 75% probability, 9 specimens with 50-59% probability, and 1 specimen with 49% probability (47% to subsp. velutina; Nesom & Wells 6698 TEX from southern Nuevo León). Seven specimens of the subsp. velutina a priori group plus 1 specimens included a posteriori were assigned a posteriori to subsp. sparsiflora with 56% probability (44% to subsp. velutina; Chiang et al. 8001 LL from southern Nuevo León, Mexico), 55% probability (44% subsp. velutina; Reyes A. 820 TEX from San Luis Potosi, Mexico), 52% probability (48% subsp. velutina; Gonzalez 435 TEX from southern Durango, Mexico), 50% probability (50% subsp. velutina; Lundell 5104 TEX from San Luis Potosi, Mexico), 49% probability (47% subsp. velutina; Nesom & Wells 6726 TEX from southern Nuevo León, Mexico), 49% probability (45% subsp. velutina; Wilson 10979 TEX from Zacatecas, Mexico), and 48% probability (48% to subsp. velutina; Rzedowski 6815 TEX from San Luis Potosi, Mexico). Twenty-two of 68 specimens of the subsp. sparsiflora a priori group (32%) plus 6 specimens included a posteriori were assigned a posteriori to the subsp. sparsiflora group; 2 specimens with 60-61% probability, 21 specimens with 50-49% probability, 3 specimens with 40-49% probability, and 1 specimen with 34% probability. Thirty-eight specimens of the subsp. sparsiflora a priori group plus 7 specimens included a posteriori were assigned to other subspecies; 11 specimens to subsp. californica with 38-99% probability and 41 specimens to subsp. velutina with 49-61% probability); the details are not presented here. A two dimensional plot of CAN1 versus CAN3 canonical scores for 118 specimens of Solidago velutina (subsp. californica, subsp. sparsiflora, and subsp. velutina) are presented in Fig. 28. Eigenvalues on the first two axes were 0.636 and 0.021. Table 8. Linear and jackknife classification matrices from the Classificatory Discriminant Analysis of three varietal level a priori groups; a posteriori placements to groups in rows; alternative variety concept. Group californica sparsiflora velutina % correct californica 11 1 0 92 sparsiflora 8 22 38 32 velutina 0 7 9 56 Totals 19 30 47 44 Jackknifed classification matrix Group californica sparsiflora velutina % correct californica 11 1 0 92 sparsiflora 10 17 41 25 velutina 0 9 7 44 Totals 19 27 48 36

Semple et al.: Solidago subsect. Nemorales 34 Figure 25. Plot of canonical scores (CAN1 vs CAN2) analysis for 119 specimens of Solidago subsect. Nemorales: S. californica (red star bursts), putative S. sparsiflora (yellow triangles), and putative S. velutina (right oriented violet triangles). Two species level a priori groups analysis: Solidago californica and S. velutina The Pearson correlation matrix yielded r > 0.7 for some pairs of leaf traits reducing the number to be used to mid stem leaf length, width and upper stem leaf width. The traits used in the analyses were the same as used for the subspecies analyses within S. velutina. In the STEPWISE discriminant analysis of 109 specimens of two species level a priori groups (S. californica and S. velutina), the following four traits selected in a STEPWISE analysis are listed in order of decreasing F-to-remove values: number of disc florets (17.77), ray floret lamina length (5.27), disc floret corolla length at anthesis (4.62), and disc floret ovary/fruit body length at anthesis (4.38). Wilks s lambda, Pillai's trace, and Lawley-Hotelling trace tests of the null hypothesis that all groups were the samples of one group had probabilities of p = 0.000 that the null hypothesis was true. Solidago californica and S. velutina had an F-to separate value of 15.3231 (Wilks' lambda = 0.6292 df = 4 1 107; Approx. F= 15.3231 df = 4 104 prob = 0.0000). In the Classificatory Discriminant Analysis of 109 specimens of the two species level a priori groups (S. californica and S. velutina) plus 16 additional specimens included a posteriori, percents of correct a posterori assignment to the same a priori group were 92% and 89%. The Classification matrix and Jackknife classification matrix are presented in Table 9. Eleven of the 12 specimens of the S. californica a priori group (92%) plus 7 specimens include a posteriori were assigned a posteriori into the S. californica group; 11 specimens with 92-100% probability, 2 specimens with 86% and 88% probabilities, 3 specimens with 70-78% probability, 1 specimen with 64% probability, and 1 specimen with 58% probability (Semple & Heard 8607 WAT from Monterey Co., California).